Table 3.
Evaluation (F1 scores) for each method used to categorize Arabidopsis genes by function.
| Method | Phenes | Phenotypes | ||
|---|---|---|---|---|
| Class | Subset | Class | Subset | |
| Curated EQ | 0.470 | 0.359 | 0.470 | 0.359 |
| Pred EQ S1 | 0.472 | 0.472 | 0.369 | 0.320 |
| Pred EQ S2 | 0.504 | 0.413 | 0.437 | 0.368 |
| Set-of-words | 0.613 | 0.447 | 0.587 | 0.426 |
| Bag-of-words | 0.595 | 0.423 | 0.549 | 0.409 |
| Doc2Vec | 0.455 | 0.331 | 0.486 | 0.377 |